AI Data Analyst (Predictive Intelligence & Agentic Systems)
Core
Architect and maintain a high-performance Data Lake to ingest, store, and process massive streams of event data from smart home devices, sensors, and robotic units to build predictive intelligence for autonomous systems.
Role type
Senior AI Data Analyst (Predictive Intelligence & Agentic Systems)
Builds
Data pipelines, machine learning models for pattern analysis, and predictive automation logic for smart home ecosystems.
Domain
Smart home technology, robotics, and agentic AI
Deliverable
production ML models
Required skills
Python (Expert), SQL, Spark/Flink, Machine Learning, Vector Databases (Pinecone, ChromaDB, Weaviate), RAG, Time-Series Analysis, ETL/ELT, Data Visualization
Preferred skills
Data Science background, Predictive Modeling, Reinforcement Learning, Agentic Systems reasoning
Technologies
PyTorch, TensorFlow, Scikit-learn, DuckDB, Apache Parquet, Pandas, NumPy, LangChain, LangGraph, Ollama, OpenAI API, MQTT, Home Assistant
Responsibilities
Architect and maintain a high-performance Data Lake; Design robust ETL/ELT pipelines; Develop and deploy Machine Learning models to identify behavioural patterns; Build logic for Predictive Automation; Create internal dashboards to monitor intelligence health.
Seniority
Senior, hands-on IC
